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• Papers Researching
• Research paper on customer data analysis for grocery store optimization
• Presentation analyzing player salaries and team performance using data analytics
• Powering NHL Strategies with Data Analytics
• Entity Relationship Diagram (working papers)
• CSV dataset for data processing
• Discusses ethical guidelines and potential pitfalls in predictive analytics, particularly regarding consumer fairness and algorithmic bias
• Map NHL shots on rink
• Explicitly defines and critically evaluates seven global privacy principles, emphasizing best practices for ethical data handling and compliance
• Python script scraping NHL statistics within a specified date range
• Jupyter Notebook for scraping NHL game statistics
• Presentation on ETL and salary model building for hockey analytics
• JSON dataset containing structured NHL roster data
• Regression & Correlation in NHL Team Salaries
• JSON dataset containing NHL game data and metadata
• PDF providing practical approach and case studies in data science
• Model for Player Analysis
• Document analyzing NFL jersey licensing and sales economics
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• Python script retrieving and processing NHL API player data
• Spreadsheet with grocery store transactional data for analysis
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• CSV dataset documenting NHL player statistics for analysis
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• Presentation explaining databases, data warehouses, and data lakes
• Spreadsheet with grocery store transactional data for analysis
• Examines ethics of predictive analytics, emphasizing transparency, fairness, and avoiding biases
• Presentation on data sources and database structure for Decision Support Systems
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• Addresses ethical and regulatory challenges specifically related to maintaining consumer privacy within data analytics
• Addresses ethical and regulatory challenges specifically related to maintaining consumer privacy within data analytics
• Addresses ethical and regulatory challenges specifically related to maintaining consumer privacy within data analytics
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• Spreadsheet with sales data for business intelligence dashboards
• Presentation on product category performance in concessions
• Document analyzing concession sales trends and performance
• CSV dataset for data processing
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• CSV dataset for data processing
• Detailed examination of ethical considerations with unique contextual focus within data analytics
• Discusses ethical guidelines and potential pitfalls in predictive analytics, particularly regarding consumer fairness and algorithmic bias
• Discusses ethical issues of maintaining confidentiality and managing privacy risks inherent in Big Data analytics
• Presentation on data-driven strategies for Minnesota Wild NHL team
• Outlines practical ethical guidelines to align analytics initiatives with broader organizational ethics and strategic business goals
• Investigates ethical risks, benefits, and managerial implications of adopting Big Data analytics in organizational environments
• Presentation on Business Intelligence, Analytics, and Data Visualization
• Critically examines privacy concerns associated with geospatial analytics and ethical implications of location-based marketing
• Critically defines and evaluates four core ethical pillars: Identity, Privacy, Ownership, and Reputation, assessing their interdependencies